RWKV-RunnerA RWKV management and startup tool, full automation, only 8MB. And provides an interface compatible with the OpenAI API. RWKV is a large language model that is fully open source and available for commercial use.

RWKV-Runner

RWKV-Runner eliminates barriers to using large language models by automating everything into a lightweight 8MB executable. It provides an OpenAI API-compatible interface, transforming any ChatGPT client into an RWKV client while enabling deployment flexibility with front-end and back-end separation.

Key Features

• Automated Model Management : One-click RWKV model startup and management with automatic dependency installation
• OpenAI API Compatibility : Drop-in replacement for ChatGPT clients with full API documentation and endpoints
• Intelligent VRAM Management : Pre-configured multi-level strategies that work across GPU types including AMD, Intel, and WebGPU-compatible devices
• Flexible Deployment : Separate or combined front-end and back-end deployment options for diverse use cases
• Built-in Tools : Model conversion, download management, LoRA fine-tuning, and chat presets all included
• Rich Interface : Chat, completion, composition modes with MIDI hardware input and attachment upload support

Use Cases

• Local AI Development : Run open-source language models locally without cloud dependencies or API costs
• ChatGPT Client Migration : Use existing ChatGPT applications with RWKV backend by switching the API endpoint
• Server Deployment : Deploy inference services separately to share hardware resources across multiple clients
• Creative Applications : Compose text with MIDI hardware input and advanced parameter tuning for specialized tasks

Who Is It For

RWKV-Runner is designed for developers, researchers, and users seeking full control over their language models without commercial API constraints. It's ideal for those who need lightweight, efficient LLM deployment on personal hardware or servers with minimal configuration overhead.